They can request, but they may not get their wish. The choice of judge depends a lot on scheduling. There may literally be no one else available.

Another consideration, Cannon can refuse to recuse herself. The chief justice of the southern district court of Florida is a Bush appointee and so presumably a Republican. She may allow Cannon to remain on the case.